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| <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>This Param Object is specifically used for mp_lamb_update_phase1</p></div><div class="toggleContainer block"> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">weight</dt><dd class="cmt"><p>Weight</p></dd><dt class="param">grad</dt><dd class="cmt"><p>Gradient</p></dd><dt class="param">mean</dt><dd class="cmt"><p>Moving mean</p></dd><dt class="param">vari</dt><dd class="cmt"><p>Moving variance</p></dd><dt class="param">weight32</dt><dd class="cmt"><p>Weight32</p></dd><dt class="param">t</dt><dd class="cmt"><p>Index update count.</p></dd><dt class="param">wd</dt><dd class="cmt"><p>Weight decay augments the objective function with a regularization term that penalizes large weights. The penalty scales with the square of the magnitude of each weight.</p></dd></dl></div> |
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| <a id="setBeta1(beta1:Float):org.apache.mxnet.javaapi.mp_lamb_update_phase1Param"></a> |
| <a id="setBeta1(Float):mp_lamb_update_phase1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
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| <span class="symbol"> |
| <span class="name">setBeta1</span><span class="params">(<span name="beta1">beta1: <span class="extype" name="java.lang.Float">Float</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.mp_lamb_update_phase1Param">mp_lamb_update_phase1Param</a></span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">beta1</dt><dd class="cmt"><p>The decay rate for the 1st moment estimates.</p></dd></dl></div> |
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| <h4 class="signature"> |
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| <span class="kind">def</span> |
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| <span class="symbol"> |
| <span class="name">setBeta2</span><span class="params">(<span name="beta2">beta2: <span class="extype" name="java.lang.Float">Float</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.mp_lamb_update_phase1Param">mp_lamb_update_phase1Param</a></span> |
| </span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">beta2</dt><dd class="cmt"><p>The decay rate for the 2nd moment estimates.</p></dd></dl></div> |
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| <a id="setBias_correction(bias_correction:Boolean):org.apache.mxnet.javaapi.mp_lamb_update_phase1Param"></a> |
| <a id="setBias_correction(Boolean):mp_lamb_update_phase1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setBias_correction</span><span class="params">(<span name="bias_correction">bias_correction: <span class="extype" name="java.lang.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.mp_lamb_update_phase1Param">mp_lamb_update_phase1Param</a></span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">bias_correction</dt><dd class="cmt"><p>Whether to use bias correction.</p></dd></dl></div> |
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| <a id="setClip_gradient(clip_gradient:Float):org.apache.mxnet.javaapi.mp_lamb_update_phase1Param"></a> |
| <a id="setClip_gradient(Float):mp_lamb_update_phase1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
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| <span class="symbol"> |
| <span class="name">setClip_gradient</span><span class="params">(<span name="clip_gradient">clip_gradient: <span class="extype" name="java.lang.Float">Float</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.mp_lamb_update_phase1Param">mp_lamb_update_phase1Param</a></span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">clip_gradient</dt><dd class="cmt"><p>Clip gradient to the range of [-clip_gradient, clip_gradient] If clip_gradient <= 0, gradient clipping is turned off. grad = max(min(grad, clip_gradient), -clip_gradient).</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.mp_lamb_update_phase1Param#setEpsilon" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setEpsilon(epsilon:Float):org.apache.mxnet.javaapi.mp_lamb_update_phase1Param"></a> |
| <a id="setEpsilon(Float):mp_lamb_update_phase1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setEpsilon</span><span class="params">(<span name="epsilon">epsilon: <span class="extype" name="java.lang.Float">Float</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.mp_lamb_update_phase1Param">mp_lamb_update_phase1Param</a></span> |
| </span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">epsilon</dt><dd class="cmt"><p>A small constant for numerical stability.</p></dd></dl></div> |
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| <a id="setOut(out:org.apache.mxnet.javaapi.NDArray):org.apache.mxnet.javaapi.mp_lamb_update_phase1Param"></a> |
| <a id="setOut(NDArray):mp_lamb_update_phase1Param"></a> |
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| <a id="setRescale_grad(rescale_grad:Float):org.apache.mxnet.javaapi.mp_lamb_update_phase1Param"></a> |
| <a id="setRescale_grad(Float):mp_lamb_update_phase1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setRescale_grad</span><span class="params">(<span name="rescale_grad">rescale_grad: <span class="extype" name="java.lang.Float">Float</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.mp_lamb_update_phase1Param">mp_lamb_update_phase1Param</a></span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">rescale_grad</dt><dd class="cmt"><p>Rescale gradient to grad = rescale_grad*grad.</p></dd></dl></div> |
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